Article

A deep learning-based framework for standardized analysis of trabecular bone compartments from micro-CT imaging data in the mouse tibia

2025-04-28

Abstract excerpt

<title>Abstract</title> <p>Understanding bone remodeling and disease progression is crucial in preclinical skeletal research, particularly for assessing pharmacological and mechanical interventions in the long bones of murine models. High-resolution micro-computed tomography(micro-CT) imaging enables detailed trabecular bone analysis, but its reproducibility is limited by inconsistent landmarking and non-standard...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: fc7b838a-3fbc-57bf-8277-25d2e4b8402a
DOI: 10.21203/rs.3.rs-6398087/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A deep learning-based framework for standardized analysis of trabecular bone compartments from micro-CT imaging data in the mouse tibiaDOI 10.21203/rs.3.rs-6398087/v1Read

Deep leaning auto-segmentation of tomographic datasets, repeatability and biomechanical outcomesSemantic proximity Read

Automated compartmental analysis for high-throughput skeletal phenotyping in femora of genetic mouse models.Semantic proximity Read

DEEP LEARNING ENABLED MULTI-ORGAN SEGMENTATION OF MOUSE EMBRYOSSemantic proximity Read

A novel deep learning method for large-scale analysis of bone marrow adiposity using UK Biobank Dixon MRI dataSemantic proximity Read

Machine learning-assisted SHG morphometry reveals distinct collagen microarchitectures of trabecular bone and fibrosis in bone marrow biopsiesSemantic proximity Read

Deep learning models to map osteocyte networks can successfully distinguish between young and aged boneSemantic proximity Read

Automated Segmentation of Trunk Musculature with a Deep CNN Trained from Sparse Annotations in Radiation Therapy Patients with Metastatic Spine DiseaseSemantic proximity Read

Automated quantitative analysis of peri-articular bone microarchitecture in HR-pQCT knee imagesSemantic proximity Read

Finite Element Models with Automatic Computed Tomography Bone Segmentation for Failure Load ComputationSemantic proximity Read

Genetic dissection of femoral and tibial microarchitectureSemantic proximity Read

Automatic framework for evaluating osteoarthritic cartilage severity: high-resolution cartilage thickness mapping and scoringSemantic proximity Read

Q-Bone System: an intelligent quantitative system for alveolar bone loss to assist the diagnosis of periodontitis – model development and validationSemantic proximity Read